разбор метрик HAE: фикстуры, канонизация, парсер
- tmp/research/fixtures.py собирает фикстуры из архива, вычищая измерения и сохраняя порядок ключей, форму литералов, выравнивание меток и невидимые символы; шесть фикстур в internal/hae/testdata - internal/canon — общий дом канонической формы, полноты и хеша: числа читаются литералом через json.Number, округление до 12 значащих цифр - internal/hae — разбор секции metrics, вывод слоя по метрике, разделение схем сна, координаты интервалом; recover внутри Parse, фаззинг - миграция bucket и docs/database.md
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Vendored
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{
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"data": {
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"metrics": [
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{
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"name": "active_energy",
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"units": "kJ",
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"data": [
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{
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"qty": 9.0964610089950502,
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"date": "2025-06-05 00:00:00 +0300",
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"source": "Device A "
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},
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{
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"date": "2025-06-05 01:00:00 +0300",
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"qty": 1.8011831544351500,
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"source": "Device A "
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},
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{
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"qty": 8.3677756683275249,
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"source": "Device A ",
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"date": "2025-06-05 02:00:00 +0300"
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},
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{
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"source": "Device A ",
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"qty": 3.3985452404807405,
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"date": "2025-06-05 03:00:00 +0300"
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},
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{
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"qty": 12.618722903999360,
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"date": "2025-06-05 04:00:00 +0300",
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"source": "Device A "
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},
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{
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"source": "Device A ",
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"date": "2025-06-05 05:00:00 +0300",
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"qty": 40.351034546189656
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},
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{
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"source": "Device A ",
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"qty": 6.507009541624532,
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"date": "2025-06-05 06:00:00 +0300"
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},
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{
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"date": "2025-06-06 06:00:00 +0300",
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"qty": 55.821611193078514,
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"source": "Device A "
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},
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{
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"qty": 2.295029103054565,
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"date": "2025-06-06 07:00:00 +0300",
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"source": "Device A "
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},
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{
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"date": "2025-06-06 08:00:00 +0300",
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"qty": 322.8983115506521,
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"source": "Device A "
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},
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{
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"qty": 91.588676831471213,
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"date": "2025-06-06 09:00:00 +0300",
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"source": "Device A "
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},
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{
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"qty": 462.61760657433137,
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"source": "Device A ",
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"date": "2025-06-06 10:00:00 +0300"
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},
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{
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"date": "2025-06-06 11:00:00 +0300",
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"qty": 958.07555299152843,
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"source": "Device A "
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},
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{
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"qty": 67.473524552265953,
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"source": "Device A ",
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"date": "2025-06-06 12:00:00 +0300"
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}
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]
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},
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{
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"units": "hr",
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"data": [
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{
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"core": 6.2052788381114499,
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"inBedEnd": "2025-06-05 05:22:26 +0300",
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"date": "2025-06-05 00:00:00 +0300",
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"inBed": 0,
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"rem": 0.89195271872064281,
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"sleepEnd": "2025-06-05 05:22:26 +0300",
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"source": "Device A ",
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"totalSleep": 4.0716939170300220,
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"inBedStart": "2025-06-04 22:34:34 +0300",
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"asleep": 0,
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"awake": 4.3396901109717361,
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"sleepStart": "2025-06-04 22:34:34 +0300",
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"deep": 0.68835541253715609
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},
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{
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"awake": 9.638151247778914,
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"inBed": 0,
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"deep": 0.38341974910703597,
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"inBedStart": "2025-06-05 22:43:20 +0300",
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"rem": 0.43532011302795238,
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"sleepEnd": "2025-06-06 07:57:39 +0300",
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"date": "2025-06-06 00:00:00 +0300",
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"core": 5.152708504451071,
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"source": "Device A ",
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"asleep": 0,
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"sleepStart": "2025-06-05 22:43:20 +0300",
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"inBedEnd": "2025-06-06 07:57:39 +0300",
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"totalSleep": 4.4003075324079272
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}
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],
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"name": "sleep_analysis"
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},
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{
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"name": "apple_stand_hour",
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"data": [
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{
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"qty": 8,
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"source": "Device A",
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"date": "2025-06-05 07:00:00 +0300"
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},
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{
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"source": "Device A",
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"qty": 8,
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"date": "2025-06-05 08:00:00 +0300"
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},
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{
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"date": "2025-06-05 09:00:00 +0300",
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"qty": 8,
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"source": "Device A"
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},
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{
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"source": "Device A",
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"date": "2025-06-05 10:00:00 +0300",
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"qty": 8
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},
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{
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"source": "Device A",
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"date": "2025-06-05 12:00:00 +0300",
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"qty": 8
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},
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{
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"qty": 8,
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"source": "Device A",
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"date": "2025-06-05 13:00:00 +0300"
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},
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{
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"qty": 8,
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"source": "Device A",
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"date": "2025-06-05 15:00:00 +0300"
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},
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{
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"qty": 8,
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"date": "2025-06-05 20:00:00 +0300",
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"source": "Device A"
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},
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{
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"date": "2025-06-05 21:00:00 +0300",
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"qty": 8,
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"source": "Device A"
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},
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{
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"date": "2025-06-06 02:00:00 +0300",
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"source": "Device A",
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"qty": 8
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},
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{
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"qty": 8,
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"source": "Device A",
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"date": "2025-06-06 08:00:00 +0300"
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},
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{
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"date": "2025-06-06 09:00:00 +0300",
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"source": "Device A",
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"qty": 8
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{
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"date": "2025-06-06 10:00:00 +0300",
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"qty": 8,
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"source": "Device A"
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},
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{
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"source": "Device A",
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"date": "2025-06-06 11:00:00 +0300",
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"qty": 8
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}
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],
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"units": "count"
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},
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{
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"units": "ms",
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"data": [
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{
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"date": "2025-06-05 00:00:00 +0300",
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"qty": 51.209189787471513,
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"source": "Device A "
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{
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"date": "2025-06-05 02:00:00 +0300",
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"source": "Device A ",
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{
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"date": "2025-06-05 04:00:00 +0300",
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"qty": 496.11595771813635,
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"source": "Device A "
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{
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"source": "Device A ",
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{
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"source": "Device A ",
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"qty": 96.442927435831922
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{
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"source": "Device A "
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{
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"source": "Device A ",
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"date": "2025-06-06 00:00:00 +0300",
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"source": "Device A "
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{
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"source": "Device A ",
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"date": "2025-06-06 02:00:00 +0300",
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"qty": 21.676280750344913
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},
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{
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"qty": 108.159159427689,
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"date": "2025-06-06 04:00:00 +0300",
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"source": "Device A "
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},
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{
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"source": "Device A ",
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"date": "2025-06-06 06:00:00 +0300",
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"qty": 14.548300046808019
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},
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{
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"qty": 22.843350035832434,
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"date": "2025-06-06 08:00:00 +0300",
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"source": "Device A "
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{
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"date": "2025-06-06 11:00:00 +0300",
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"qty": 90.14058990512054,
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"source": "Device A "
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}
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],
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"name": "heart_rate_variability"
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},
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{
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"data": [
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{
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"qty": 745,
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"source": "Device A",
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"date": "2025-06-05 05:00:00 +0300"
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}
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],
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"units": "m",
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"name": "six_minute_walking_test_distance"
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}
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]
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}
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}
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